He surveyed the scene with narrowed eyes. The attic, a mausoleum of forgotten things, was now his burden. Empty picture frames, a deflated bouncy ball, and a broken wind chime – all relics of lives lived and carelessly abandoned.

"Unbelievable," Thomas muttered, his jaw clenched. He was genuinely annoyed. The sheer audacity of the previous occupants was staggering.

He poked a tarnished silver candlestick with his foot. He felt a rising heat in his chest, an indignation at the lack of consideration.

His hand tightened into a fist. He had hoped for a clean slate, a fresh start. Instead, he got this. The clutter, the disrespect... it all felt personal, somehow.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203